Details

Time bar (total: 16.4s)

sample452.0ms

Algorithm
intervals
Results
94.0ms91×body1280valid
32.0ms48×body640valid
13.0ms85×body80valid
10.0ms23×body320valid
3.0msbody160valid

simplify47.0ms

Counts
1 → 1

prune4.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 14.8b

localize16.0ms

Local error

Found 3 expressions with local error:

0.2b
(* r (/ (sin b) (cos (+ a b))))
0.3b
(/ (sin b) (cos (+ a b)))
3.6b
(cos (+ a b))

rewrite79.0ms

Algorithm
rewrite-expression-head
Rules
24×add-sqr-sqrt
19×add-cube-cbrt *-un-lft-identity times-frac
13×associate-*r*
10×add-exp-log add-cbrt-cube
pow1
associate-*l* associate-/r* associate-/l* add-log-exp
cbrt-undiv div-exp prod-exp cbrt-unprod div-inv unswap-sqr
cos-sum frac-2neg associate-*r/ pow-prod-down clear-num *-commutative
Counts
3 → 67
Calls
3 calls:
27.0ms
(* r (/ (sin b) (cos (+ a b))))
17.0ms
(/ (sin b) (cos (+ a b)))
20.0ms
(cos (+ a b))

series255.0ms

Counts
3 → 9
Calls
3 calls:
145.0ms
(* r (/ (sin b) (cos (+ a b))))
78.0ms
(/ (sin b) (cos (+ a b)))
31.0ms
(cos (+ a b))

simplify1.5s

Counts
76 → 76

prune330.0ms

Pruning

10 alts after pruning (10 fresh and 0 done)

Merged error: 0.2b

localize18.0ms

Local error

Found 4 expressions with local error:

0.1b
(- (* (cos a) (cos b)) (* (sin a) (sin b)))
0.1b
(* r (/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b)))))
0.2b
(* (sin a) (sin b))
0.3b
(/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b))))

rewrite157.0ms

Algorithm
rewrite-expression-head
Rules
29×add-sqr-sqrt
22×add-cube-cbrt *-un-lft-identity
20×associate-*r*
19×times-frac
13×add-exp-log add-cbrt-cube
pow1 associate-/r/
sin-mult
associate-*l* cos-mult add-log-exp
flip3-- prod-exp associate-/r* frac-sub flip-- cbrt-unprod associate-/l* sub-div unswap-sqr
cbrt-undiv div-exp pow-prod-down *-commutative div-inv
sub-neg frac-2neg diff-log associate-*r/ clear-num
Counts
4 → 100
Calls
4 calls:
19.0ms
(- (* (cos a) (cos b)) (* (sin a) (sin b)))
87.0ms
(* r (/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b)))))
19.0ms
(* (sin a) (sin b))
29.0ms
(/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b))))

series788.0ms

Counts
4 → 12
Calls
4 calls:
104.0ms
(- (* (cos a) (cos b)) (* (sin a) (sin b)))
428.0ms
(* r (/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b)))))
70.0ms
(* (sin a) (sin b))
185.0ms
(/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b))))

simplify817.0ms

Counts
112 → 112

prune594.0ms

Pruning

13 alts after pruning (13 fresh and 0 done)

Merged error: 0.0b

localize34.0ms

Local error

Found 4 expressions with local error:

0.1b
(- (* (cos a) (cos b)) (* (sin a) (sin b)))
0.1b
(* r (sin b))
0.2b
(* (sin a) (sin b))
0.2b
(/ (* r (sin b)) (- (* (cos a) (cos b)) (* (sin a) (sin b))))

rewrite109.0ms

Algorithm
rewrite-expression-head
Rules
14×add-sqr-sqrt
13×add-exp-log add-cbrt-cube
10×add-cube-cbrt *-un-lft-identity
pow1
associate-*r* associate-*l* add-log-exp
sin-mult
associate-/r/ cos-mult
times-frac prod-exp associate-/r* cbrt-unprod
cbrt-undiv flip3-- div-exp pow-prod-down *-commutative frac-sub flip-- sub-div unswap-sqr
sub-neg frac-2neg diff-log clear-num div-inv associate-/l*
Counts
4 → 76
Calls
4 calls:
23.0ms
(- (* (cos a) (cos b)) (* (sin a) (sin b)))
10.0ms
(* r (sin b))
13.0ms
(* (sin a) (sin b))
58.0ms
(/ (* r (sin b)) (- (* (cos a) (cos b)) (* (sin a) (sin b))))

series580.0ms

Counts
4 → 12
Calls
4 calls:
116.0ms
(- (* (cos a) (cos b)) (* (sin a) (sin b)))
64.0ms
(* r (sin b))
83.0ms
(* (sin a) (sin b))
316.0ms
(/ (* r (sin b)) (- (* (cos a) (cos b)) (* (sin a) (sin b))))

simplify853.0ms

Counts
88 → 88

prune489.0ms

Pruning

11 alts after pruning (11 fresh and 0 done)

Merged error: 0b

localize35.0ms

Local error

Found 4 expressions with local error:

0.1b
(* r (sin b))
0.2b
(/ 1 (/ (- (* (cos a) (cos b)) (* (sin a) (sin b))) (* r (sin b))))
0.2b
(* (sin a) (sin b))
0.3b
(/ (- (* (cos a) (cos b)) (* (sin a) (sin b))) (* r (sin b)))

rewrite132.0ms

Algorithm
rewrite-expression-head
Rules
36×times-frac
34×add-exp-log
30×add-sqr-sqrt
26×add-cube-cbrt *-un-lft-identity
22×add-cbrt-cube
14×div-exp
pow1
associate-/r*
cbrt-undiv
associate-*r* associate-*l* prod-exp div-inv associate-/l*
cbrt-unprod associate-/l/ add-log-exp
rec-exp 1-exp sin-mult
frac-2neg pow-prod-down clear-num cos-mult *-commutative unswap-sqr
flip3-- pow-flip div-sub associate-/r/ frac-sub flip-- inv-pow sub-div
Counts
4 → 119
Calls
4 calls:
17.0ms
(* r (sin b))
28.0ms
(/ 1 (/ (- (* (cos a) (cos b)) (* (sin a) (sin b))) (* r (sin b))))
26.0ms
(* (sin a) (sin b))
53.0ms
(/ (- (* (cos a) (cos b)) (* (sin a) (sin b))) (* r (sin b)))

series859.0ms

Counts
4 → 12
Calls
4 calls:
71.0ms
(* r (sin b))
443.0ms
(/ 1 (/ (- (* (cos a) (cos b)) (* (sin a) (sin b))) (* r (sin b))))
65.0ms
(* (sin a) (sin b))
279.0ms
(/ (- (* (cos a) (cos b)) (* (sin a) (sin b))) (* r (sin b)))

simplify1.1s

Counts
131 → 131

prune562.0ms

Pruning

11 alts after pruning (10 fresh and 1 done)

Merged error: 0b

regimes271.0ms

Accuracy

56.3% (0.3b remaining)

Error of 0.3b against oracle of 0.1b and baseline of 0.7b

bsearch0.0ms

simplify1.1s

end0.0ms

sample5.3s

Algorithm
intervals
Results
2.6s2859×body1280valid
1.5s1880×body640valid
354.0ms2131×body80valid
238.0ms752×body320valid
83.0ms380×body160valid